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Priyanka Dubbaka

@priyankadubbaka

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Data scientist and industrial informatics specialist focused on ML, digital twins, and analytics.

Germany

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What I'm looking for

I seek a role applying ML and digital-twin expertise in an engineering-focused, collaborative environment where I can deploy models, improve production analytics, and drive sustainable solutions.

I am a data scientist and industrial informatics specialist with hands-on experience in machine learning, digital twin development using Asset Administration Shell (AAS), and end-to-end data analytics for industrial applications.

I have driven measurable improvements in production analytics and sustainability: developed a federated learning solution that improved predictive accuracy by 10%, optimized data pipelines to reduce processing time by 15%, and designed a Digital Product Passport for MRI equipment including product carbon footprint assessment.

I bring practical cloud, DevOps and ML deployment experience — containerization with Docker, CI/CD (Jenkins, GitHub Actions), Azure AKS, TensorFlow and Python — and I collaborate effectively across R&D, sustainability and production teams to turn data into operational impact.

Experience

Work history, roles, and key accomplishments

Master Thesis Researcher

Siemens Healthineers

Sep 2024 - Feb 2025 (5 months)

Modeled Diagnostic and Therapeutic Imaging Equipment using Asset Administration Shell (AAS) and designed a Digital Product Passport for an MRI patient table to calculate product carbon footprint and improve repairability and lifecycle management.

Asset Administration Shells (AAS)Digital Product Passport Python Lifecycle Management Data Modeling

Student Research Assistant

University of Applied Sciences Emden/Leer

Mar 2023 - Feb 2024 (11 months)

Developed a federated learning algorithm for decentralized datasets in metal casting industries, improving predictive accuracy by 10% and optimized data pipelines to reduce processing time by 15% for real-time analytics.

Federated Learning Python TensorFlow Data Pipelines Pandas Model Evaluation

Data Analyst

ANK Analytics Pvt. Ltd.

Apr 2022 - Nov 2022 (7 months)

Designed and maintained AWS QuickSight dashboards and automated data extraction workflows using SQL and AWS Lambda, saving 10 hours/week and improving operational forecasting through statistical modeling.

QuickSight SQL AWS Lambda Data Visualization Statistical Modeling Python

Application Development Associate

Accenture Solutions

Dec 2019 - Jun 2021 (1 year 6 months)

Developed Power BI dashboards and automated reporting workflows using VBA and Power Query for a Goodyear project, and contributed to Agile sprints delivering client solutions under tight deadlines.

Power BI VBA Power Query Excel Agile)SQL

Education

Degrees, certifications, and relevant coursework

Hochschule Emden/Leer

Master of Science, Industrial Informatics

2022 -

Grade: 1.8

Pursuing a Master's in Industrial Informatics with specialization in Digitalization, Cyber-Physical Systems, Industry 4.0, and Digital Twins; current grade 1.8 and thesis work on digitalizing medical imaging equipment using Asset Administration Shell.

Jawaharlal Nehru Technological University, Hyderabad

Bachelor of Technology, Computer Science

2015 - 2019

Grade: 72.04%

Completed Bachelor of Technology in Computer Science with a percentage of 72.04, focusing on core computer science subjects and practical applications.